The news hit him like a physical blow. The message on the restaurant's website: "Thank you for the memories." His chest constricted. He felt the blood drain from his face.

He and his family had always loved Rosie's Diner. The hearty breakfasts, the welcoming smiles, the comforting atmosphere. All gone. He felt a deep ache in his soul.

He sat motionless on the couch, the remote control lying unused in his lap. The television screen reflected his blank expression.

The day ended with a feeling of profound emptiness, a yawning void that no amount of distractions could fill.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

This story is one of 1,000 stories generated for the emotion sad. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 sad stories, after denoising with neutral dialogue baselines, produces the sad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sad vector is projected through the unembedding matrix.

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322